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Adaptive Constrained Optimal Control Design for Data-Based Nonlinear Discrete-Time Systems With Critic-Only Structure
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 6, 页码: 2099-2111
作者:
Luo, Biao
;
Liu, Derong
;
Wu, Huai-Ning
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Adobe PDF(1045Kb)
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浏览/下载:404/124
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提交时间:2018/10/10
Adaptive Control
Adaptive Dynamic Programming
Constraints
Critic-only
Data-based
Optimal Control
Q-learning
Policy Iteration for H infinity Optimal Control of Polynomial Nonlinear Systems via Sum of Squares Programming
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 2, 页码: 500-509
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
;
Yang, Xiong
;
Zhang, Qichao
Adobe PDF(892Kb)
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浏览/下载:340/57
  |  
提交时间:2018/10/10
Adaptive Dynamic Programming (Adp)
h Infinity Optimal Control
Policy Iteration (Pi)
Polynomial Nonlinear Systems
Sum Of Squares (Sos)
Neural network robust tracking control with adaptive critic framework for uncertain nonlinear systems
期刊论文
NEURAL NETWORKS, 2018, 卷号: 97, 页码: 11-18
作者:
Wang, Ding
;
Liu, Derong
;
Zhang, Yun
;
Li, Hongyi
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浏览/下载:239/0
  |  
提交时间:2018/10/10
Adaptive Critic Designs
Dynamical Uncertainty
Learning Systems
Neural Networks
Optimal Control
Robust Tracking Control
Adaptive dynamic programming-based stabilization of nonlinear systems with unknown actuator saturation
期刊论文
NONLINEAR DYNAMICS, 2018, 卷号: 93, 期号: 4, 页码: 2089-2103
作者:
Zhao, Bo
;
Jia, Lihao
;
Xia, Hongbing
;
Li, Yuanchun
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Adobe PDF(1069Kb)
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浏览/下载:417/148
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提交时间:2018/10/10
Adaptive Dynamic Programming
Unknown Actuator Saturation
Continuous-time Nonlinear Systems
Stabilizing Control
Neural Networks
Adaptive Critic Nonlinear Robust Control: A Survey
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 10, 页码: 3429-3451
作者:
Wang, Ding
;
He, Haibo
;
Liu, Derong
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Adobe PDF(1954Kb)
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浏览/下载:456/153
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提交时间:2018/03/03
Adaptive Critic Designs
Adaptive/approximate Dynamic Programming (Adp)
Boundedness
Convergence
Neural Networks
Optimal Control
Reinforcement Learning
Robust Control
Stability
Event-Driven Nonlinear Discounted Optimal Regulation Involving a Power System Application
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 10, 页码: 8177-8186
作者:
Wang, Ding
;
He, Haibo
;
Zhong, Xiangnan
;
Liu, Derong
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Adobe PDF(1126Kb)
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浏览/下载:397/131
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提交时间:2018/03/03
Adaptive/approximate Dynamic Programming
Approximation
Discount Factor
Event-driven Control
Neural Networks
Optimal Regulation
Power System
Bounded robust control design for uncertain nonlinear systems using single-network adaptive dynamic programming
期刊论文
NEUROCOMPUTING, 2017, 卷号: 266, 页码: 128-140
作者:
Huang, Yuzhu
;
Wang, Ding
;
Liu, Derong
Adobe PDF(1876Kb)
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浏览/下载:373/105
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提交时间:2018/03/03
Neural Networks
Optimal Control
Adaptive Dynamic Programming
Bounded Robust Control
Uncertain Nonlinear Systems
Improving the Critic Learning for Event-Based Nonlinear H-infinity Control Design
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 10, 页码: 3417-3428
作者:
Wang, Ding
;
He, Haibo
;
Liu, Derong
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Adobe PDF(1068Kb)
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浏览/下载:477/130
  |  
提交时间:2018/03/03
H-infinity Control
Adaptive Systems
Adaptive/approximate Dynamic Programming
Critic Network
Event-based Design
Learning Criterion
Neural Control
A novel neural optimal control framework with nonlinear dynamics: Closed-loop stability and simulation verification
期刊论文
NEUROCOMPUTING, 2017, 卷号: 266, 页码: 353-360
作者:
Wang, Ding
;
Mu, Chaoxu
Adobe PDF(1503Kb)
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浏览/下载:348/81
  |  
提交时间:2018/03/03
Adaptive Dynamic Programming
Adaptive System
Learning Control
Neural Network
Optimal Regulator
Stability
Adaptive dynamic programming for robust neural control of unknown continuous-time non-linear systems
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 14, 页码: 2307-2316
作者:
Yang, Xiong
;
He, Haibo
;
Liu, Derong
;
Zhu, Yuanheng
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Adobe PDF(2123Kb)
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浏览/下载:479/152
  |  
提交时间:2017/09/13
Dynamic Programming
Robust Control
Neurocontrollers
Continuous Time Systems
Control System Synthesis
Nonlinear Control Systems
Optimal Control
Function Approximation
Monte Carlo Methods
Closed Loop Systems
Asymptotic Stability
Adaptive Dynamic Programming
Robust Neural Control Design
Unknown Continuous-time Nonlinear Systems
Ct Nonlinear Systems
Adp-based Robust Neural Control Scheme
Robust Nonlinear Control Problem
Nonlinear Optimal Control Problem
Nominal System
Adp Algorithm
Actor-critic Dual Networks
Control Policy Approximation
Value Function Approximation
Actor Neural Network Weights
Critic Nn Weights
Monte Carlo Integration Method
Closed-loop System
Asymptotically Stability